SOTAVerified

Segmentation

Papers

Showing 38013810 of 13072 papers

TitleStatusHype
Head and Neck Tumor Segmentation of MRI from Pre- and Mid-radiotherapy with Pre-training, Data Augmentation and Dual Flow UNetCode0
Stitch Contrast and Segment_Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos0
MitraClip Device Automated Localization in 3D Transesophageal Echocardiography via Deep Learning0
Review of Fruit Tree Image Segmentation0
Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation0
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments0
Efficient Event-based Semantic Segmentation with Spike-driven Lightweight Transformer-based Networks0
In-context learning for medical image segmentation0
Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies0
SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified